The rapid rise of social media has enabled real-time interaction among users, accelerating and complicating the ways emotions influence human behavior. Yet the specific mechanisms through which emotions are transmitted and tied to viewer responses, particularly in settings where video and viewer comments are synchronized, remain poorly understood.